From the mid-1960s to the mid-1970s, Kemp had a prominent film career, usually appearing as second male leads or top supporting roles. His films include Dr. Terror's House of Horrors, Operation Crossbow, The Blue Max, Darling Lili, A Bridge Too Far, The Seven-Per-Cent Solution, Top Secret! and Four Weddings and a Funeral.